User Behavior Pattern Analysis and Prediction Based on Mobile Phone Sensors
نویسندگان
چکیده
More and more mobile phones are equipped with multiple sensors today. This creates a new opportunity to analyze users’ daily behaviors and evolve mobile phones into truly intelligent personal devices, which provide accurate context-adaptive and individualized services. This paper proposed a MAST (Movement, Action, and Situation over Time) model to explore along this direction and identified key technologies required. The sensing results gathered from some mobile phone sensors were presented to demonstrate the feasibility. To enable always sensing while reducing power consumption for mobile phones, an independent sensor subsystem and a phone-cloud collaboration model were proposed. This paper also listed typical usage models powered by mobile phone sensor based user behavior prediction.
منابع مشابه
The Pattern of Structural Relationships of Mobile Phone Addiction in Male Students Based on Negative Excitement and Boredom Proneness with the Mediating Role of Self-Monitoring: A Descriptive Study
Background and Objectives: Mobile phone dependency has become a global problem due to its high incidence, rapid growth rate, and serious adverse consequences. The aim of this study was to model the structural relationships of mobile phone addiction in male students based on negative excitement and boredom proneness with the mediating role of self-monitoring. Materials and Methods: This study w...
متن کاملسیستم پیشنهاد دهنده زمینهآگاه برای انتخاب گوشی تلفن همراه با ترکیب روشهای تصمیمگیری جبرانی و غیرجبرانی
Recommender systems suggest proper items to customers based on their preferences and needs. Needed time to search is reduced and the quality of customer’s choice is increased using recommender systems. The context information like time, location and user behaviors can enhance the quality of recommendations and customer satisfication in such systems. In this paper a context aware recommender sys...
متن کاملThe Relationship between Mental Health and Addiction to Mobile Phones among University Students of Shahrekord, Iran
Background: The risk of cell phone addiction is a social and psychological problem which has been proposed by psychologists, psychiatrists, and educational supervisors. The present study aimed to investigate the behavior of mobile phone addicts and mental health of university students of Shahrekord, Iran. Methods: This study was an applied research survey for the purposes of this study. The ...
متن کاملThe Model of Structural Relationships of Cyber Aggression Based on Self-Control with the Mediation of Mobile Phone Addiction in Adolescents: A Descriptive Study
Background and Objectives: Increasingly, cyberbullying has become a common phenomenon eroding the social media environment. The present study was conducted with the aim of determining the structural relationship pattern of cyber aggression based on self-control with the mediation of mobile phone addiction in adolescents. Materials and Methods: In this descriptive study, the statistical populat...
متن کاملThe Effects of Constant Touch on Consumer Behavior: The Case of Iranian Mobile Phone Users
The main objective of this paper is to argue how the mobile phones have transformed the Iranian lifestyle and how the arrival of mobiles has been a catalyst for revolting behavior, and has launched a new consumer behavior and has changed our relationships. The paper explains how the people's behavior has developed a whole new social code in Iran. It is argued that the social value of being able...
متن کامل